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Akita K, Kusunose K, Haga A, Shimomura T, Kosaka Y, Ishiyama K, Hasegawa K, Fifer MA, Maurer MS, Shimada YJ. Deep learning of echocardiography distinguishes between presence and absence of late gadolinium enhancement on cardiac magnetic resonance in patients with hypertrophic cardiomyopathy. Echo Res Pract 2024; 11:23. [PMID: 39396969 PMCID: PMC11472433 DOI: 10.1186/s44156-024-00059-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2024] [Accepted: 08/06/2024] [Indexed: 10/15/2024] Open
Abstract
BACKGROUND Hypertrophic cardiomyopathy (HCM) can cause myocardial fibrosis, which can be a substrate for fatal ventricular arrhythmias and subsequent sudden cardiac death. Although late gadolinium enhancement (LGE) on cardiac magnetic resonance (CMR) represents myocardial fibrosis and is associated with sudden cardiac death in patients with HCM, CMR is resource-intensive, can carry an economic burden, and is sometimes contraindicated. In this study for patients with HCM, we aimed to distinguish between patients with positive and negative LGE on CMR using deep learning of echocardiographic images. METHODS In the cross-sectional study of patients with HCM, we enrolled patients who underwent both echocardiography and CMR. The outcome was positive LGE on CMR. Among the 323 samples, we randomly selected 273 samples (training set) and employed deep convolutional neural network (DCNN) of echocardiographic 5-chamber view to discriminate positive LGE on CMR. We also developed a reference model using clinical parameters with significant differences between patients with positive and negative LGE. In the remaining 50 samples (test set), we compared the area under the receiver-operating-characteristic curve (AUC) between a combined model using the reference model plus the DCNN-derived probability and the reference model. RESULTS Among the 323 CMR studies, positive LGE was detected in 160 (50%). The reference model was constructed using the following 7 clinical parameters: family history of HCM, maximum left ventricular (LV) wall thickness, LV end-diastolic diameter, LV end-systolic volume, LV ejection fraction < 50%, left atrial diameter, and LV outflow tract pressure gradient at rest. The discriminant model combining the reference model with DCNN-derived probability significantly outperformed the reference model in the test set (AUC 0.86 [95% confidence interval 0.76-0.96] vs. 0.72 [0.57-0.86], P = 0.04). The sensitivity, specificity, positive predictive value, and negative predictive value of the combined model were 0.84, 0.76, 0.78, and 0.83, respectively. CONCLUSION Compared to the reference model solely based on clinical parameters, our new model integrating the reference model and deep learning-based analysis of echocardiographic images demonstrated superiority in distinguishing LGE on CMR in patients with HCM. The novel deep learning-based method can be used as an assistive technology to facilitate the decision-making process of performing CMR with gadolinium enhancement.
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Affiliation(s)
- Keitaro Akita
- Division of Cardiology, Department of Medicine, Columbia University Irving Medical Center, 622 West 168th Street, PH 3-342, New York, NY, 10032, USA
| | - Kenya Kusunose
- Department of Cardiovascular Medicine, Nephrology, and Neurology, Graduate School of Medicine, University of the Ryukyus, Okinawa, Japan
| | - Akihiro Haga
- Department of Medical Imaging Physics, Graduate School of Biomedical Sciences, Tokushima University, Tokushima, Japan
| | - Taisei Shimomura
- Department of Medical Imaging Physics, Graduate School of Biomedical Sciences, Tokushima University, Tokushima, Japan
| | - Yoshitaka Kosaka
- Department of Cardiovascular Medicine, Tokushima University Hospital, Tokushima, Japan
| | - Katsunori Ishiyama
- Department of Medical Imaging Physics, Graduate School of Biomedical Sciences, Tokushima University, Tokushima, Japan
| | - Kohei Hasegawa
- Department of Emergency Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Michael A Fifer
- Cardiology Division, Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Mathew S Maurer
- Division of Cardiology, Department of Medicine, Columbia University Irving Medical Center, 622 West 168th Street, PH 3-342, New York, NY, 10032, USA
| | - Yuichi J Shimada
- Division of Cardiology, Department of Medicine, Columbia University Irving Medical Center, 622 West 168th Street, PH 3-342, New York, NY, 10032, USA.
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de Wijs CJ, Schoonvelde SAC, Mik EG, de Jong PL, Michels M, Harms FA. Evaluating the Prevalence of Cardiac Surgery-associated Acute Kidney Injury After Septal Myectomy Combined With Concomitant Procedures in Obstructive Hypertrophic Cardiomyopathy. J Cardiothorac Vasc Anesth 2024; 38:2254-2260. [PMID: 38918090 DOI: 10.1053/j.jvca.2024.05.038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/07/2024] [Revised: 05/22/2024] [Accepted: 05/29/2024] [Indexed: 06/27/2024]
Abstract
OBJECTIVES Hypertrophic obstructive cardiomyopathy (HOCM) may be treated by septal myectomy. Cardiac surgery-associated acute kidney injury (CSA-AKI) is a common complication, but little is known about its incidence after septal myectomy. The objectives of this work were to evaluate the prevalence of CSA-AKI after septal myectomy and identify potential perioperative and phenotype-related factors contributing to CSA-AKI. DESIGN This was a retrospective database analysis with new data analysis. SETTING The study occurred in a single university academic expertise center for septal myectomy HOCM patients. PARTICIPANTS Data from 238 HOCM patients with septal myectomy operated on between 2005 and 2022 were collected. INTERVENTIONS CSA-AKI was stratified according to the Kidney Disease: Improving Global Outcomes (KDIGO) guidelines using measurement of creatinine and urine production. Important HOCM phenotype-related and perioperative factors were analyzed for their possible associations with CSA-AKI. MEASUREMENTS AND MAIN RESULTS CSA-AKI occurred in 45% of patients; of these, 55% were classified as KDIGO stage I and the remaining 45% as stage II, with no chronic kidney damage observed. Moreover, there were no phenotypical or perioperative characteristics that were more prevalent in the CSA-AKI cohort. However, the use of beta-blockers and coronary artery disease were more prevalent in the CSA-AKI cohort. CONCLUSIONS CSA-AKI is a common complication after septal myectomy but was transient, and kidney function recovered in all patients.
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Affiliation(s)
- Calvin J de Wijs
- Laboratory of Experimental Anesthesiology, Department of Anesthesiology, Erasmus Medical Center, University Medical Center Rotterdam, Rotterdam, the Netherlands.
| | - Stephan A C Schoonvelde
- Department of Cardiology, Thorax Center, Cardiovascular Institute, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Egbert G Mik
- Laboratory of Experimental Anesthesiology, Department of Anesthesiology, Erasmus Medical Center, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Peter L de Jong
- Department of Cardiothoracic Surgery, Thorax Center, Cardiovascular Institute, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Michelle Michels
- Department of Cardiology, Thorax Center, Cardiovascular Institute, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Floor A Harms
- Laboratory of Experimental Anesthesiology, Department of Anesthesiology, Erasmus Medical Center, University Medical Center Rotterdam, Rotterdam, the Netherlands
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Bae NY, Rhee TM, Park CS, Choi YJ, Lee HJ, Choi HM, Park JB, Yoon YE, Kim YJ, Cho GY, Hwang IC, Kim HK. Mildly Reduced Renal Function Is Associated With Increased Heart Failure Admissions in Patients With Hypertrophic Cardiomyopathy. J Korean Med Sci 2024; 39:e80. [PMID: 38442721 PMCID: PMC10911940 DOI: 10.3346/jkms.2024.39.e80] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/02/2023] [Accepted: 12/28/2023] [Indexed: 03/07/2024] Open
Abstract
BACKGROUND The association between renal dysfunction and cardiovascular outcomes has yet to be determined in patients with hypertrophic cardiomyopathy (HCM). We aimed to investigate whether mildly reduced renal function is associated with the prognosis in patients with HCM. METHODS Patients with HCM were enrolled at two tertiary HCM centers. Patients who were on dialysis, or had a previous history of heart failure (HF) or stroke were excluded. Patients were categorized into 3 groups by estimated glomerular filtration rate (eGFR): stage I (eGFR ≥ 90 mL/min/1.73 m², n = 538), stage II (eGFR 60-89 mL/min/1.73 m², n = 953), and stage III-V (eGFR < 60 mL/min/1.73 m², n = 265). Major adverse cardiovascular events (MACEs) were defined as a composite of cardiovascular death, hospitalization for HF (HHF), or stroke during median 4.0-year follow-up. Multivariable Cox regression model was used to adjust for covariates. RESULTS Among 1,756 HCM patients (mean 61.0 ± 13.4 years; 68.1% men), patients with stage III-V renal function had a significantly higher risk of MACEs (adjusted hazard ratio [aHR], 2.71; 95% confidence interval [CI], 1.39-5.27; P = 0.003), which was largely driven by increased incidence of cardiovascular death and HHF compared to those with stage I renal function. Even in patients with stage II renal function, the risk of MACE (vs. stage I: aHR, 2.21' 95% CI, 1.23-3.96; P = 0.008) and HHF (vs. stage I: aHR, 2.62; 95% CI, 1.23-5.58; P = 0.012) was significantly increased. CONCLUSION This real-world observation showed that even mildly reduced renal function (i.e., eGFR 60-89 mL/min/1.73 m²) in patients with HCM was associated with an increased risk of MACEs, especially for HHF.
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Affiliation(s)
- Nan Young Bae
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Korea
| | - Tae-Min Rhee
- Department of Internal Medicine, Healthcare System Gangnam Center, Seoul National University Hospital, Seoul, Korea
| | - Chan Soon Park
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Korea
| | - You-Jung Choi
- Department of Internal Medicine, Korea University Guro Hospital, Seoul, Korea
| | - Hyun-Jung Lee
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Korea
| | - Hong-Mi Choi
- Cardiovascular Center and Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Korea
| | - Jun-Bean Park
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Korea
| | - Yeonyee E Yoon
- Cardiovascular Center and Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Korea
| | - Yong-Jin Kim
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Korea
| | - Goo-Yeong Cho
- Cardiovascular Center and Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Korea
| | - In-Chang Hwang
- Cardiovascular Center and Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Korea.
| | - Hyung-Kwan Kim
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Korea.
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Rhee TM, Kim HK, Kim BS, Han KD, Lee HJ, Hwang IC, Lee H, Park JB, Yoon YE, Kim YJ, Cho GY. Impact of coronary artery revascularization on long-term outcome in hypertrophic cardiomyopathy patients: a nationwide population-based cohort study. Sci Rep 2023; 13:6412. [PMID: 37076510 PMCID: PMC10115788 DOI: 10.1038/s41598-023-33344-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2022] [Accepted: 04/12/2023] [Indexed: 04/21/2023] Open
Abstract
Limited data are available on the long-term outcomes in patients with hypertrophic cardiomyopathy (HCM) patients with significant coronary artery disease (CAD) requiring revascularization. We investigated the risk of cardiovascular outcomes in HCM patients who underwent coronary revascularization compared to the control group without HCM. HCM patients aged ≥ 20 years were enrolled from the Korean National Health Insurance Database. Information on the diagnosis and previous medical history was obtained from the claims data. Cardiovascular outcomes were identified during 8-year after coronary revascularization in HCM patients (HCM group) and matched controls without HCM (non-HCM control group). A total of 431 patients in the HCM group and 1968 in the non-HCM control group were analyzed. The risk of all-cause death, cardiovascular death, sudden cardiac death (SCD), ischemic stroke, and hospitalization due to heart failure was significantly higher in the HCM group than in the non-HCM group, with prominent risk increase of cardiovascular death (adjusted hazard ratio [HR] 2.27, 95% confidence interval [CI] 1.63-3.15, P < 0.001) and ischemic stroke (adjusted HR 2.38, 95% CI 1.55-3.64, P < 0.001). Beyond 1-year after revascularization, the HCM group still had a significantly higher risk of cardiovascular death, SCD, and ventricular fibrillation/tachycardia compared to the non-HCM group. Mortality and major cardiovascular outcomes occurred more frequently in HCM patients with significant CAD requiring revascularization, compared to the matched non-HCM control group. Active and regular surveillance for concomitant risk factors and relevant intervention are warranted in HCM patients at increased risk for CAD.
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Affiliation(s)
- Tae-Min Rhee
- Division of Cardiology, Department of Internal Medicine, Seoul National University College of Medicine, Cardiovascular Center, Seoul National University Hospital, 101 Daehak-Ro, Jongno-Gu, Seoul, 03080, Korea
| | - Hyung-Kwan Kim
- Division of Cardiology, Department of Internal Medicine, Seoul National University College of Medicine, Cardiovascular Center, Seoul National University Hospital, 101 Daehak-Ro, Jongno-Gu, Seoul, 03080, Korea.
| | - Bong-Seong Kim
- Department of Statistics and Actuarial Science, The Soongsil University, Seoul, Republic of Korea
| | - Kyung-Do Han
- Department of Statistics and Actuarial Science, The Soongsil University, Seoul, Republic of Korea
| | - Hyun-Jung Lee
- Division of Cardiology, Department of Internal Medicine, Seoul National University College of Medicine, Cardiovascular Center, Seoul National University Hospital, 101 Daehak-Ro, Jongno-Gu, Seoul, 03080, Korea
| | - In-Chang Hwang
- Cardiovascular Center and Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Gyeonggi, Republic of Korea
| | - Heesun Lee
- Division of Cardiology, Department of Internal Medicine, Seoul National University Hospital Healthcare System Gangnam Center, Seoul, Republic of Korea
| | - Jun-Bean Park
- Division of Cardiology, Department of Internal Medicine, Seoul National University College of Medicine, Cardiovascular Center, Seoul National University Hospital, 101 Daehak-Ro, Jongno-Gu, Seoul, 03080, Korea
| | - Yeonyee E Yoon
- Cardiovascular Center and Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Gyeonggi, Republic of Korea
| | - Yong-Jin Kim
- Division of Cardiology, Department of Internal Medicine, Seoul National University College of Medicine, Cardiovascular Center, Seoul National University Hospital, 101 Daehak-Ro, Jongno-Gu, Seoul, 03080, Korea
| | - Goo-Yeong Cho
- Cardiovascular Center and Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Gyeonggi, Republic of Korea
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Samaan F, Damiani BB, Kirsztajn GM, Sesso R. A Cross-Sectional Study on the Prevalence and Risk Stratification of Chronic Kidney Disease in Cardiological Patients in São Paulo, Brazil. Diagnostics (Basel) 2023; 13:diagnostics13061146. [PMID: 36980454 PMCID: PMC10047703 DOI: 10.3390/diagnostics13061146] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Revised: 03/03/2023] [Accepted: 03/14/2023] [Indexed: 03/19/2023] Open
Abstract
Chronic kidney disease (CKD) provides a worse prognosis for patients with heart disease. In Latin America, studies that analyzed the prevalence and risk stratification of CKD in this population are scarce. We aimed to evaluate CKD prevalence and risk categories in patients of a public referral cardiology hospital in São Paulo, Brazil. This was a cross-sectional study based on a laboratory database. Outpatient serum creatinine and proteinuria results performed between 1 January 2021 and 31 December 2021 were analyzed. CKD was defined by estimated glomerular filtration rate (eGFR) <60 mL/min/1.73 m2 and proteinuria, by the albumin/creatinine ratio in a spot urine sample (UACR) >30 mg/g. A total of 36,651 adults were identified with serum creatinine levels (median age 72.4 [IQR, 51.0–73.6] years, 51% male). Among them, 51.9% had UACR dosage (71.5% with UACR < 30 mg/g, 22.6%, between 30–300 mg/g, and 5.9% with UACR > 300 mg/g). The prevalence of CKD was 30.9% (15.3% stage 3a, 10.2% stage 3b, 3.6% stage 4, and 1.7% stage 5), and the distribution of patients in the risk categories of the disease was: 52.0% with low-risk, 23.5%, moderate risk, 13.0%, high risk, and 11.2%, very high. In an outpatient setting, the prevalence of CKD in cardiological patients was almost three times (31%) that of the general population; about half of the individuals evaluated (48%) were not screened for an important risk marker (proteinuria), and approximately a quarter of these patients (24%) were in the high or very high CKD risk categories.
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Affiliation(s)
- Farid Samaan
- Research Division, Dante Pazzanese Cardiology Institute, São Paulo 04012-909, SP, Brazil;
- Correspondence:
| | - Bruna Bronhara Damiani
- Research Division, Dante Pazzanese Cardiology Institute, São Paulo 04012-909, SP, Brazil;
| | | | - Ricardo Sesso
- Nephrology Division, Universidade Federal de São Paulo, São Paulo 04023-900, SP, Brazil; (G.M.K.); (R.S.)
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Erhart L, Kaufmann BA, Gencer B, Haager PK, Müller H, Kobza R, Held L, Stämpfli SF. Renal dysfunction and outcome in left ventricular non-compaction. Cardiol J 2022; 30:781-789. [PMID: 36385602 PMCID: PMC10635721 DOI: 10.5603/cj.a2022.0105] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Accepted: 10/10/2022] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND While renal function has been observed to inversely correlate with clinical outcome in other cardiomyopathies, its prognostic significance in patients with left ventricular non-compaction cardiomyopathy (LVNC) has not been investigated. The aim of this study was to determine the prognostic value of renal function in LVNC patients. METHODS Patients with isolated LVNC as diagnosed by echocardiography and/or magnetic resonance imaging in 4 Swiss centers were retrospectively analyzed for this study. Values for creatinine, urea, and estimated glomerular filtration rate (eGFR) as assessed by the CKD-EPI 2009 formula were collected and analyzed by a Cox regression model for the occurrence of a composite endpoint (death or heart transplantation). RESULTS During the median observation period of 7.4 years 23 patients reached the endpoint. The ageand gender-corrected hazard ratios (HR) for death or heart transplantation were: 1.9 (95% confidence interval [CI] 1.4-2.6) for each increase over baseline creatinine level of 30 μmol/L (p < 0.001), 1.6 (95% CI 1.2-2.2) for each increase over baseline urea level of 5 mmol/L (p = 0.004), and 3.6 (95% CI 1.9-6.9) for each decrease below baseline eGFR level of 30 mL/min (p ≤ 0.001). The HR (log2) for every doubling of creatinine was 7.7 (95% CI 3-19.8; p < 0.001), for every doubling of urea 2.5 (95% CI 1.5-4.3; p < 0.001), and for every bisection of eGFR 5.3 (95% CI 2.4-11.6; p < 0.001). CONCLUSIONS This study provides evidence that in patients with LVNC impairment in renal function is associated with an increased risk of death and heart transplantation suggesting that kidney function assessment should be standard in risk assessment of LVNC patients.
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Affiliation(s)
- Ladina Erhart
- Department of Cardiology, University Heart Center Zurich, Switzerland.
| | - Beat A Kaufmann
- Department of Cardiology, University Hospital Basel, Switzerland
| | - Baris Gencer
- Division of Cardiology, University Hospital Geneva, Switzerland
- Institute of Primary Health Care (BIHAM), University of Bern, Switzerland
| | - Philipp K Haager
- Division of Cardiology, Cantonal Hospital St. Gallen, Switzerland
| | - Hajo Müller
- Division of Cardiology, University Hospital Geneva, Switzerland
| | - Richard Kobza
- Department of Cardiology, Heart Center Lucerne, Luzerner Kantonsspital, Lucerne, Switzerland
| | - Leonhard Held
- Department of Biostatistics, Epidemiology, Biostatistics and Prevention Institute, University of Zurich, Switzerland
| | - Simon F Stämpfli
- Department of Cardiology, University Heart Center Zurich, Switzerland
- Department of Cardiology, Heart Center Lucerne, Luzerner Kantonsspital, Lucerne, Switzerland
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Augmented risk of ischemic stroke in hypertrophic cardiomyopathy patients without documented atrial fibrillation. Sci Rep 2022; 12:15785. [PMID: 36138115 PMCID: PMC9499955 DOI: 10.1038/s41598-022-19895-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Accepted: 09/06/2022] [Indexed: 11/23/2022] Open
Abstract
Although atrial fibrillation (AF) is a well-established risk factor for ischemic stroke (IS) in hypertrophic cardiomyopathy (HCM), the risk of IS in HCM patients without documented AF is less recognized. This nationwide population-based cohort study using Korean National Health Insurance database included 8,328 HCM patients without documented AF and 1:2 propensity score-matched 16,656 non-HCM controls between 2010 and 2016. The primary outcome was an incident IS. During a mean follow-up of 6.1 years, IS occurred in 328/8,328 (3.9%) patients with HCM and 443/16,656 (2.7%) controls. The overall incidence of IS was 0.72/100 person-years in the HCM group, which was significantly higher than that in the control group (0.44/100 person-years) (HR 1.64; 95% CI 1.424–1.895; P < 0.001). The overall incidence of IS was 1.36/100 person-years in HCM patients aged ≥ 65 and 2.32/100 person-years years in those with heart failure, respectively. In the HCM group, age ≥ 65 years (adjusted HR 2.74; 95% CI 2.156–3.486; P < 0.001) and chronic heart failure (adjusted HR 1.75; 95% CI 1.101–2.745; P = 0.018) were independent risk factors for IS. HCM patients without documented AF are at a greater risk of IS, especially in those 65 years of age or older or those with chronic heart failure.
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Lee H, Kim HK, Kim B, Han K, Park JB, Hwang IC, Yoon YE, Park HE, Choi SY, Kim YJ, Cho GY. Augmented risk of dementia in hypertrophic cardiomyopathy: A propensity score matching analysis using the nationwide cohort. PLoS One 2022; 17:e0269911. [PMID: 35709174 PMCID: PMC9202937 DOI: 10.1371/journal.pone.0269911] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2021] [Accepted: 05/31/2022] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Dementia is a big medical and socioeconomic problem on aging society, and cardiac diseases have already shown a significant contribution to developing dementia. However, the risk of dementia related to hypertrophic cardiomyopathy (HCM), the most common inherited cardiomyopathy, has never been evaluated. METHODS In a large-scale longitudinal cohort using National Health Insurance database, 4,645 subjects with HCM aged ≥50 years between 2010 and 2016 were collected and matched with 13,935 controls, based on propensity scores (1:3). We investigated the incidence and risk of dementia, Alzheimer's disease (AD), and vascular dementia (VaD) between groups. RESULTS During follow-up (median 3.9 years after 1-year lag), incident dementia occurred in 739 subjects (4.0%): 78.2% for AD and 13.0% for VaD. The incidence of dementia, AD, and VaD were 23.0, 18.0, and 2.9/1,000 person-years, respectively, and was generally more prevalent in HCM. HCM group had a 50% increased risk of dementia, particularly AD, whereas there was no difference in the risk of VaD. The impact of HCM on AD (HR 1.52, 95% CI 1.26-1.84, p<0.001) was comparable with that of diabetes mellitus and smoking. Increased risk of AD in relation to HCM was consistent in various subgroups including younger healthier population. CONCLUSIONS This is the first to demonstrate the increased risk of dementia, mainly AD rather than VaD, in subjects with HCM. Early surveillance and active prevention for cognitive impairment could help for a better quality of life in an era that HCM is considered a chronic manageable disease with low mortality.
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Affiliation(s)
- Heesun Lee
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea
- Healthcare System Gangnam Center, Seoul National University Hospital, Seoul, Korea
| | - Hyung-Kwan Kim
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea
- Cardiovascular Center, Seoul National University Hospital, Seoul, Korea
| | - Bongseong Kim
- Department of Statistics and Actuarial Science, Soongsil University, Seoul, Korea
| | - Kyungdo Han
- Department of Statistics and Actuarial Science, Soongsil University, Seoul, Korea
| | - Jun-Bean Park
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea
- Cardiovascular Center, Seoul National University Hospital, Seoul, Korea
| | - In-Chang Hwang
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea
- Department of Cardiology, Cardiovascular Center, Seoul National University Bundang Hospital, Seongnam, Gyeonggi, Korea
| | - Yeonyee E. Yoon
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea
- Department of Cardiology, Cardiovascular Center, Seoul National University Bundang Hospital, Seongnam, Gyeonggi, Korea
| | - Hyo Eun Park
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea
- Healthcare System Gangnam Center, Seoul National University Hospital, Seoul, Korea
| | - Su-Yeon Choi
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea
- Healthcare System Gangnam Center, Seoul National University Hospital, Seoul, Korea
| | - Yong-Jin Kim
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea
- Department of Statistics and Actuarial Science, Soongsil University, Seoul, Korea
| | - Goo-Yeong Cho
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea
- Department of Cardiology, Cardiovascular Center, Seoul National University Bundang Hospital, Seongnam, Gyeonggi, Korea
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Comparison of mortality and cause of death between adults with and without hypertrophic cardiomyopathy. Sci Rep 2022; 12:6386. [PMID: 35430580 PMCID: PMC9013352 DOI: 10.1038/s41598-022-10389-4] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2021] [Accepted: 03/31/2022] [Indexed: 12/19/2022] Open
Abstract
Insufficient evidence is available comparing mortality and cause of death between general hypertrophic cardiomyopathy (HCM) and general non-HCM populations. We aimed to investigate how causes of death and mortality differ in subjects with and without HCM. Using the National Health Insurance Service database from 2009 to 2016, individuals who underwent health check-up(s) with or without a history of HCM were identified. Participants in the HCM group were matched at a 1:1 ratio with those in the non-HCM group using propensity scores calculated from the baseline covariates. Mortality rates and risks were compared between the groups. In total, 14,858 participants (7,429 each in the HCM and non-HCM groups) were followed up over a mean 4.4 ± 2.2 years (mean age, 61.0 years; male proportion, 66.8%). Compared to the non-HCM group, the HCM group showed a higher risk of all-cause and HCM-related mortality and a similar risk for non-cardiovascular mortality (hazard ratio [95% confidence interval] 1.57 [1.38–1.78], 2.71 [1.92–3.83], and 1.04 [0.88–1.23], respectively). The sensitivity analyses consistently showed that the HCM group showed higher risks of all-cause and HCM-related mortality than the non-HCM group. The female participants with HCM were associated with an increasing trend of the risks of all-cause mortality but not HCM-related mortality compared to their male counterparts (p for interaction < 0.001 and 0.185, respectively). In conclusion, compared to the non-HCM population, the general HCM population showed higher risks of both all-cause and HCM-related mortality, but had a similar risk of non-cardiovascular mortality.
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Wolter NL, LeClair MJ, Chin MT. Plasma metabolomic profiling of hypertrophic cardiomyopathy patients before and after surgical myectomy suggests postoperative improvement in metabolic function. BMC Cardiovasc Disord 2021; 21:617. [PMID: 34961475 PMCID: PMC8714427 DOI: 10.1186/s12872-021-02437-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2021] [Accepted: 12/17/2021] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND Hypertrophic cardiomyopathy (HCM) is a common inherited heart disorder complicated by left ventricle outflow tract (LVOT) obstruction, which can be treated with surgical myectomy. To date, no reliable biomarkers for LVOT obstruction exist. We hypothesized that metabolomic biomarkers for LVOT obstruction may be detectable in plasma from HCM patients. METHODS We conducted metabolomic profiling on plasma samples of 18 HCM patients before and after surgical myectomy, using a commercially available metabolomics platform. RESULTS We found that 215 metabolites were altered in the postoperative state (p-value < 0.05). 12 of these metabolites were notably significant after adjusting for multiple comparisons (q-value < 0.05), including bilirubin, PFOS, PFOA, 3,5-dichloro-2,6-dihydroxybenzoic acid, 2-hydroxylaurate, trigonelline and 6 unidentified compounds, which support improved organ metabolic function and increased lean soft tissue mass. CONCLUSIONS These findings suggest improved organ metabolic function after surgical relief of LVOT obstruction in HCM and further underscore the beneficial systemic effects of surgical myectomy.
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Affiliation(s)
- Nicole L. Wolter
- Graduate School of Biomedical Sciences, Tufts University School of Medicine, Boston, USA
| | - Madison J. LeClair
- Molecular Cardiology Research Institute, Tufts Medical Center, Boston, USA
| | - Michael T. Chin
- Graduate School of Biomedical Sciences, Tufts University School of Medicine, Boston, USA
- Molecular Cardiology Research Institute, Tufts Medical Center, Boston, USA
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11
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Higuchi S, Minami Y, Shoda M, Shirotani S, Kanai M, Kataoka S, Yazaki K, Saito C, Haruki S, Yagishita D, Ejima K, Hagiwara N. Effect of Renal Dysfunction on Risk of Sudden Cardiac Death in Patients With Hypertrophic Cardiomyopathy. Am J Cardiol 2021; 144:131-136. [PMID: 33383012 DOI: 10.1016/j.amjcard.2020.12.063] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/17/2020] [Revised: 12/10/2020] [Accepted: 12/15/2020] [Indexed: 01/01/2023]
Abstract
Renal dysfunction is a known risk of sudden cardiac death in patients with ischemic heart disease. However, the association between renal dysfunction and sudden death in hypertrophic cardiomyopathy (HC) patients remains unknown. This study investigated the significance of an impaired renal function for the sudden death risk in a cohort of patients with HC. We included 450 patients with HC (mean age 52.9 years, 65.1% men). The estimated glomerular filtration rate (eGFR) was evaluated at the time of the initial evaluation. Renal dysfunction was defined as an eGFR <60 ml/min/1.73 m2. Renal dysfunction was found in 171 patients (38.0%) at the time of enrollment. Over a median (IQR) follow-up period of 8.8 (5.0 to 12.5) years, 56 patients (12.4%) experienced the combined end point of sudden death or potentially lethal arrhythmic events, including 20 with sudden death (4.4%), 11 resuscitated after a cardiac arrest, and 25 with appropriate implantable defibrillator shocks. Patients with renal dysfunction were at a significantly higher risk of sudden death (Log-rank p = 0.034) and the combined end point (Log-rank p <0.001) than patients without renal dysfunction. After adjusting for the highly imbalanced baseline variables, the eGFR remained as an independent correlate of the combined end point (adjusted hazard ratio: 1.24 per 10 ml/min decline in the eGFR; 95% confidence interval 1.04 to 1.47; p = 0.013). In conclusion, an impaired renal function may be associated with an incremental risk of sudden death or potentially lethal arrhythmic events in patients with HC.
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12
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Kim M, Kim B, Choi YJ, Lee HJ, Lee H, Park JB, Lee SP, Han KD, Kim YJ, Kim HK. Sex differences in the prognosis of patients with hypertrophic cardiomyopathy. Sci Rep 2021; 11:4854. [PMID: 33649405 PMCID: PMC7921653 DOI: 10.1038/s41598-021-84335-1] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2020] [Accepted: 02/10/2021] [Indexed: 12/11/2022] Open
Abstract
We investigated sex-related differences in the prognosis of patients with hypertrophic cardiomyopathy (HCM) using the Korea National Health Insurance Service database. From 2010 to 2016, 9524 patients diagnosed with HCM and had more than 1-year follow-up period were analyzed. The primary endpoint was the composite of cardiovascular death or new-onset heart failure (HF) admission. Propensity score-matching analysis was performed to adjust for different baseline characteristics. With a 4.4-years’ median follow-up interval (range 2.0–6.6 years) and male predominance (77.6%), women with HCM were older (52.6 ± 9.7 vs. 51.4 ± 9.1, p < 0.001), had lower incomes, more comorbidities based on Charlson comorbidity index. Women with HCM had a higher incidence of the primary endpoint than men (incidence rate: 34.15 vs. 22.83 per 1000 person-years, log-rank p < 0.001). Multivariable Cox analysis showed that female sex was a poor prognostic factor for the primary endpoint (HR 1.43, 95% CI 1.24–1.64, p < 0.001). This was mainly driven by a higher incidence of new-onset HF admission (HR 1.55, 95% CI 1.34–1.80). However, there was no difference in the incidence of cardiovascular death between the sexes. This result was concordant in the propensity score-matched cohort. In conclusion, women with HCM have worse prognosis, which was mainly driven by a higher new-onset HF admission.
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Affiliation(s)
- Minkwan Kim
- Department of Internal Medicine and Cardiovascular Center, Seoul National University Hospital, Seoul, Republic of Korea.,Division of Cardiology, Department of Internal Medicine, Yongin Severance Hospital, Yonsei University College of Medicine, Yongin-si, Gyeonggi-do, Republic of Korea
| | - Bongsung Kim
- Department of Statistics and Actuarial Science, The Soongsil University, Seoul, Republic of Korea
| | - You-Jung Choi
- Department of Internal Medicine and Cardiovascular Center, Seoul National University Hospital, Seoul, Republic of Korea
| | - Hyun-Jung Lee
- Department of Internal Medicine and Cardiovascular Center, Seoul National University Hospital, Seoul, Republic of Korea
| | - Heesun Lee
- Division of Cardiology, Department of Internal Medicine, Seoul National University Hospital Healthcare System Gangnam Center, Seoul, Republic of Korea
| | - Jun-Bean Park
- Department of Internal Medicine and Cardiovascular Center, Seoul National University Hospital, Seoul, Republic of Korea
| | - Seung-Pyo Lee
- Department of Internal Medicine and Cardiovascular Center, Seoul National University Hospital, Seoul, Republic of Korea
| | - Kyung-Do Han
- Department of Statistics and Actuarial Science, The Soongsil University, Seoul, Republic of Korea
| | - Yong-Jin Kim
- Department of Internal Medicine and Cardiovascular Center, Seoul National University Hospital, Seoul, Republic of Korea
| | - Hyung-Kwan Kim
- Department of Internal Medicine and Cardiovascular Center, Seoul National University Hospital, Seoul, Republic of Korea.
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13
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Huang FY, Zhang JL, Huang BT, Peng Y, Chen SJ, Chen M. Renal function as a predictor of outcomes in patients with hypertrophic cardiomyopathy: A cohort study of a hospitalized population. Clin Chim Acta 2020; 512:92-99. [PMID: 33279500 DOI: 10.1016/j.cca.2020.11.022] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2020] [Revised: 10/29/2020] [Accepted: 11/25/2020] [Indexed: 02/06/2023]
Abstract
BACKGROUND The relationship between renal function and outcomes among patients with hypertrophic cardiomyopathy (HCM) remains undefined. We sought to investigate the prevalence of renal dysfunction and its prognostic value in HCM patients. METHODS A total of 581 patients with HCM were consecutively recruited. The chronic kidney disease epidemiology equation was used to estimate the glomerular filtration rate (eGFR). Patients were divided into 2 eGFR categories: ≥60 or <60 ml/min/1.73 m2. The predictive value of renal function was assessed using Cox regression. RESULTS The proportions of eGFR 60-90 ml/min/1.73 m2 and <60 ml/min/1.73 m2 were 41.8% and 15.3%, respectively. Estimated GFR independently predicted the risk of all-cause mortality [HR 0.98, 95% confidence interval (CI) 0.96-0.99, P < 0.001]. Compared to those with eGFR ≥ 60 ml/min/1.73 m2, patients with eGFR < 60 ml/min/1.73 m2 were independently associated with all-cause mortality (HR, 3.42 95% CI 1.86-6.28), cardiovascular mortality (HR 2.98, 95% CI 1.36-6.50) and combined adverse outcomes (HR 1.60, 95% CI 1.02-2.49). HRs for all-cause mortality with renal dysfunction were attenuated in patients with older ages (P for interaction = 0.034). CONCLUSIONS Renal dysfunction is a common comorbidity in HCM. Renal function is an independent predictor of outcomes in patients with HCM. These findings highlight the clinical importance of renal dysfunction in HCM.
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Affiliation(s)
- Fang-Yang Huang
- Cardiology Department, West China Hospital, Sichuan University, Chengdu, Sichuan, China; State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, China
| | - Jia-Liang Zhang
- Cardiology Department, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Bao-Tao Huang
- Cardiology Department, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Yong Peng
- Cardiology Department, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Shi-Jian Chen
- Cardiology Department, Minda Hospital of Hubei Minzu University, 2 Wufengshan Road, Enshi, Hubei, China.
| | - Mao Chen
- Cardiology Department, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
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14
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Ho TJ, Wu HC, Bharath Kumar V, Kuo WW, Weng YS, Yeh YL, Mahalakshmi B, Day CH, Li CC, Huang CY. Danshen (Salvia miltiorhiza) inhibits Leu27 IGF-II-induced hypertrophy in H9c2 cells. ENVIRONMENTAL TOXICOLOGY 2020; 35:1043-1049. [PMID: 32415908 DOI: 10.1002/tox.22940] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/14/2020] [Revised: 04/11/2020] [Accepted: 04/22/2020] [Indexed: 06/11/2023]
Abstract
In this study, we used ICI 182 780 (ICI), an estrogen receptor (ER) antagonist, to investigate the estrogenic activity of Danshen, and to further explored whether Danshen extract can block Leu27IGF-II-induced hypertrophy in H9c2 cardiomyoblast cells. We first used an IGF-II analog Leu27IGF-II, which specifically activates IGF2R signaling cascades and induces H9c2 cardiomyoblast cell hypertrophy. However, Danshen extract completely inhibited Leu27IGF-II-induced cell size increase, ANP and BNP hypertrophic marker expression, and IGF2R induction. We also observed that Danshen extract inhibited calcineurin protein expression and NFAT3 nuclear translocation, leading to suppression of Leu27IGF-II-induced cardiac hypertrophy. Moreover, the anti-Leu27IGF-II-IGF2R signaling effect of Danshen was totally reversed by ICI, which suggest the cardio protective effect of Danshen is mediated through estrogen receptors. Our study suggests that, Danshen exerts estrogenic activity, and thus, it could be used as a selective ER modulator in IGFIIR induced hypertrophy model.
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Affiliation(s)
- Tsung-Jung Ho
- Integration Center of Traditional Chinese and Modern Medicine, Hualien Tzu Chi Hospital, Hualien 97002, Taiwan
- Department of Chinese Medicine, Hualien Tzu Chi Hospital, Hualien 97002, Taiwan
- School of Post-Baccalaure-ate Chinese Medicine, College of Medicine, Tzu Chi University, Hualien 97004, Taiwan
| | - Hsi Chin Wu
- Department of Urology, China Medical University Beigang Hospital, Yunlin, Taiwan
- School of Medicine, China Medical University, Taichung, Taiwan
| | - V Bharath Kumar
- Department of Biotechnology, Asia University, Taichung, Taiwan
| | - Wei-Wen Kuo
- Department of Biological Science and Technology, China Medical University, Taichung, Taiwan
| | - Yueh-Shan Weng
- Graduate Institute of Biomedical Science, China Medical University, Taichung, Taiwan
| | - Yu-Lan Yeh
- Department of Pathology, Changhua Christian Hospital, Changhua, Taiwan
| | - B Mahalakshmi
- Institute of Research and Development, Duy Tan University, Da Nang, Vietnam
| | | | - Chi-Cheng Li
- Center of Stem Cell & Precision Medicine, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Hualien, Taiwan
- School of Medicine, Tzu Chi University, Buddhist Tzu Chi Medical Foundation, Hualien, Taiwan
| | - Chih-Yang Huang
- Department of Biotechnology, Asia University, Taichung, Taiwan
- Graduate Institute of Biomedical Science, China Medical University, Taichung, Taiwan
- Department of Medical Research, China Medical University Hospital, China Medical University, Taichung, Taiwan
- Holistic Education Center, Tzu Chi University of Science and Technology, Hualien, Taiwan
- Cardiovascular and Mitochondria Related Diseases Research Center, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Hualien, Taiwan
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15
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Zhang J, Potpara T, Lip GYH. Stroke risk stratification in hypertrophic cardiomyopathy. Hellenic J Cardiol 2020; 61:318-320. [DOI: 10.1016/j.hjc.2020.11.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
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16
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Kwak S, Choi YJ, Kwon S, Lee SY, Yang S, Moon I, Lee HJ, Lee H, Park JB, Han K, Kim YJ, Kim HK. De novo malignancy risk in patients undergoing the first percutaneous coronary intervention: A nationwide population-based cohort study. Int J Cardiol 2020; 313:25-31. [DOI: 10.1016/j.ijcard.2020.04.085] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/07/2020] [Revised: 04/14/2020] [Accepted: 04/27/2020] [Indexed: 12/26/2022]
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17
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Son M, Park J, Park K, Yang S. Association between hemoglobin variability and incidence of hypertension over 40 years: a Korean national cohort study. Sci Rep 2020; 10:12061. [PMID: 32694597 PMCID: PMC7374722 DOI: 10.1038/s41598-020-69022-x] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2020] [Accepted: 07/06/2020] [Indexed: 12/20/2022] Open
Abstract
Hemoglobin level determines blood viscosity and as hemoglobin level rises, blood pressure rises. However, hemoglobin level in individuals is not fixed and change in hemoglobin is affected by various clinical conditions. The purpose of this study is to investigate whether the hemoglobin variability affects the development of hypertension using Korean cohort database. This study was conducted with 94,798 adults (age ≥ 40 years) who visited the health screening in 2006 or 2007 (index year) and had at least 3 health screenings from 2002 to 2007. Hemoglobin variability was assessed by 3 indices of coefficient of variation (CV), standard deviation, and variability independent of the mean. Cox proportional hazard regression analysis was performed for each index of quartile groups (Q1–Q4). A total of 29,145 participants (30.7%) had the incidence of hypertension during a median follow-up of 7.4 ± 2.5 years. In the multivariable adjusted model, the hazard ratio and 95% confidence interval for incidence of hypertension of Q2, Q3, and Q4 compared with Q1 of hemoglobin variability CV were 1.014 [0.981–1.047], 1.064 [1.030–1.099] and 1.094 [1.059–1.131] respectively. The results were consistent in various sensitivity and subgroup analyses. This study showed that hemoglobin variability could be associated with hypertension development.
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Affiliation(s)
- Minkook Son
- Department of Biomedical Science and Engineering, Gwangju Institute of Science and Technology, 123 Cheomdan-gwagiro, Buk-gu, Gwangju, 61005, Republic of Korea
| | - Junyong Park
- Department of Biomedical Science and Engineering, Gwangju Institute of Science and Technology, 123 Cheomdan-gwagiro, Buk-gu, Gwangju, 61005, Republic of Korea
| | - Kyungil Park
- Division of Cardiology, Department of Internal Medicine, Dong-A University College of Medicine, Daesingongwon 26, Seo-gu, Busan, 49201, Republic of Korea.
| | - Sung Yang
- Department of Biomedical Science and Engineering, Gwangju Institute of Science and Technology, 123 Cheomdan-gwagiro, Buk-gu, Gwangju, 61005, Republic of Korea. .,School of Mechanical Engineering, Gwangju Institute of Science and Technology, 123 Cheomdan-gwagiro, Buk-gu, Gwangju, 61005, Republic of Korea.
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18
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Li HL, Tai PH, Hwang YT, Lin SW. A five-year longitudinal study of the relation between end-stage kidney disease as the outcomes. BMC Nephrol 2020; 21:132. [PMID: 32295526 PMCID: PMC7161172 DOI: 10.1186/s12882-020-01795-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2019] [Accepted: 04/05/2020] [Indexed: 11/17/2022] Open
Abstract
Background Patients with end-stage kidney disease (ESKD) are required to undergo consecutive time-based blood and biochemical tests to determine the progression of the disease according to changes in their blood and biochemical data. This study employed a random intercept model to investigate whether time-based blood and biochemical data present any notable clinical meaning that can be used to track disease progression. Methods This study conducted a retrospective analysis on the dialytic data of 148 patients with ESKD, who received hemodialysis between January 2005 and December 2015. The patients were all at least 20 years old, and the data used included patient demographic information and results for at least 60 blood and biochemical tests. A random intercept model was used to analyze the relationships among blood and biochemical test results, explanatory variables of patient comorbidities, and time. Results The age range of patients was between 33 and 98 years, with an average of 66.1 years and those over 65 years old comprising 51.3% (n = 76) of the total. Furthermore, hypertension was found to be the most common comorbidity among patients (87.2%, n = 129), followed by anemia (48.6%, n = 72), diabetes (47.3%, n = 70), dyslipidemia (19.6%, n = 29), and peptic ulcer (19.6%, n = 29). Coronary atherosclerotic heart disease is a comorbidity that can serve as a strong and independent marker for prognosis in patients with ESKD. Serum creatinine level can serve as an alternative indicator because patients with ESKD and comorbid diabetes may exhibit increased creatinine levels. Conclusions The results of a parameter estimation for longitudinal data analysis suggested that comorbidity and time were critical variables influencing blood and biochemical test results. Furthermore, WBC and HBC, HCT, albumin, protein, and creatinine levels were recognized as variables of critical significance. The results obtained in this study indicate that multimorbidity increases the treatment burden on patients, leading to polypharmacy. For this reason, comprehensive care and treatment of ESKD cannot rely solely on data from one single time point; instead, longitudinal analysis and other data that can affect patient prognosis must also be considered.
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Affiliation(s)
- Hsiu-Lan Li
- Graduate Institute of Business and Management, Chang Gung University, Taoyuan City, Taiwan
| | - Pei-Hui Tai
- Department of Nursing, En Cku Kong Hospital, New Taipei City, Taiwan
| | - Yi-Ting Hwang
- Department of Statistics, National Taipei University, New Taipei City, Taiwan
| | - Shih-Wei Lin
- Department of Information Management, Chang Gung University, 259 Wen-Hwa 1st Road, Kwei-Shan, Tao-Yuan, 333, Taiwan. .,Department of Neurology, Linkou Chang Gung Memorial Hospital, Taoyuan City, Taiwan. .,Department of Industrial Engineering and Management, Ming Chi University of Technology, New Taipei City, Taiwan.
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Lee H, Park JB, Hwang IC, Yoon YE, Park HE, Choi SY, Kim YJ, Cho GY, Han K, Kim HK. Association of four lipid components with mortality, myocardial infarction, and stroke in statin-naïve young adults: A nationwide cohort study. Eur J Prev Cardiol 2020; 27:870-881. [DOI: 10.1177/2047487319898571] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Aims Dyslipidaemia is a modifiable cardiovascular risk factor with prognostic implications. Current strategies for lipid management in young adults are largely based on expert recommendations. We investigated the risks of death and cardiovascular disease in relation to each lipid component to establish evidence for primary prevention in young adults. Methods In this nationwide population-based cohort study, we analysed 5,688,055 statin-naïve subjects, aged 20–39 years, undergoing general health check-ups between 2009 and 2014. The endpoint was a composite of clinical events including death, myocardial infarction (MI), and stroke. We compared the incidence and risk of clinical events according to each lipid variable. Results During follow-up (median 7.1 years), clinical events occurred in 30,330 subjects (0.53%): 16,262 deaths (0.29%), 8578 MIs (0.15%), and 5967 strokes (0.10%). The risk of clinical events gradually increased with increasing total cholesterol (TC) and triglycerides and decreasing high-density lipoprotein cholesterol (HDL-C), largely driven by MI. Low-density lipoprotein cholesterol (LDL-C) had a J-shaped association with clinical events, showing the lowest risk for LDL-C of 84–101 mg/dL. Among lipid variables, triglycerides remained the sole independent predictor (adjusted hazard ratio, 1.20; p < 0.001) after adjusting for conventional risk factors. Conclusions For statin-naïve young adults, the risk of clinical events was proportional to lipid levels, positively with TC and triglycerides, negatively with HDL-C, and J-shaped with LDL-C. Triglycerides had an independent and the strongest association with the clinical events. Screening and intervention for abnormal lipid levels, particularly triglycerides, from an early age might be of clinical value.
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Affiliation(s)
- Heesun Lee
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea
- Healthcare System Gangnam Center, Seoul National University Hospital, Seoul, Korea
| | - Jun-Bean Park
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea
- Cardiovascular Center, Seoul National University Hospital, Seoul, Korea
| | - In-Chang Hwang
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea
- Department of Cardiology, Cardiovascular Center, Seoul National University Bundang Hospital, Seongnam, Gyeonggi, Korea
| | - Yeonyee E Yoon
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea
- Department of Cardiology, Cardiovascular Center, Seoul National University Bundang Hospital, Seongnam, Gyeonggi, Korea
| | - Hyo Eun Park
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea
- Healthcare System Gangnam Center, Seoul National University Hospital, Seoul, Korea
| | - Su-Yeon Choi
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea
- Healthcare System Gangnam Center, Seoul National University Hospital, Seoul, Korea
| | - Yong-Jin Kim
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea
- Cardiovascular Center, Seoul National University Hospital, Seoul, Korea
| | - Goo-Yeong Cho
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea
- Department of Cardiology, Cardiovascular Center, Seoul National University Bundang Hospital, Seongnam, Gyeonggi, Korea
| | - Kyungdo Han
- Department of Medical Statistics, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Hyung-Kwan Kim
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea
- Cardiovascular Center, Seoul National University Hospital, Seoul, Korea
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